Achieve Precision through Feature Selection in Covariance-Based Outlier Detection

Zwilling, Chris ;   Wang, Michelle Yongmei

Tags Biomarkerse-healthMedical and Healthcare Data Communication, Security, Privacy

Achieving the goal of precision medicine requires advanced data analysis technologies. This paper presents a comprehensive feature selection...

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An Ultra Low Power System for Personalized, Wearable Seizure Detection

Page, Adam ;   Mohsenin, Tinoosh ;   Oates, Tim ;   Hopp, Jennifer

Tags Detection and Monitoringe-healthmHealth Innovations

In this work we explore the use of a variety of machine learning classifiers for designing an ultra-low power, personalized seizure detection...

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Constructing Patient Specific Clinical Trajectories from Electronic Healthcare Reimbursement Claims using Sequential Pattern Mining

Malhotra, Kunal ;   Hobson, Tanner ;   Valkova, Silvia ;   Pullum, Laura ;   Ramanathan, Arvind

Tags Detection and Monitoringe-healthEvidence-based Medicine

We examine the use of electronic healthcare reimbursement claims (EHRC) for analyzing healthcare delivery and practice patterns across the...

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Operational Health Information Exchange Platform

Hsu, Kang-Yu ;   DeLaurentis, Poching ;   Adibuzzaman, Mohammad ;   Zink, Rich ;   Yih, Yuehwern

Tags POC Data Storage and Communicatione-healthPOC Technologies for Clinical and Healthcare Facilities

Health Information Exchange (HIE) has been focusing on utilizing patient electronic health records to improve service quality and patient...

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Screening Cardiovascular Diseases from Scleral Images using Smart Phones: Preliminary Results

ELhussieny Mohamed, Nada Yehia ;   Fahmy, Ahmed S.

Tags Biomarkerse-healthHealthcare Innovations with POC technologies

In this work, we present preliminary results of a smartphone-based system that uses scleral vasculature features as biomarkers for...

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Unobtrusive Sensing for Sleep Quality Monitoring and Assessment

Kim, Jungyoon ;   Chu, Chao-Hsien

Tags POC Technologies for Home-Based ApplicationsDetection and Monitoringe-health

Sleep related disorders are common diseases especially among the elderly. In this paper, we propose a simple unobtrusive sensing environment...

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